{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,7]],"date-time":"2026-04-07T00:29:53Z","timestamp":1775521793297,"version":"3.50.1"},"reference-count":43,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"10","license":[{"start":{"date-parts":[[2025,10,1]],"date-time":"2025-10-01T00:00:00Z","timestamp":1759276800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,10,1]],"date-time":"2025-10-01T00:00:00Z","timestamp":1759276800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,10,1]],"date-time":"2025-10-01T00:00:00Z","timestamp":1759276800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62366004"],"award-info":[{"award-number":["62366004"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100017691","name":"Key Research and Development Program of Guangxi","doi-asserted-by":"publisher","award":["AD25069071"],"award-info":[{"award-number":["AD25069071"]}],"id":[{"id":"10.13039\/501100017691","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100017691","name":"Key Research and Development Program of Guangxi","doi-asserted-by":"publisher","award":["AB24010316"],"award-info":[{"award-number":["AB24010316"]}],"id":[{"id":"10.13039\/501100017691","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Wireless Commun."],"published-print":{"date-parts":[[2025,10]]},"DOI":"10.1109\/twc.2025.3567808","type":"journal-article","created":{"date-parts":[[2025,5,14]],"date-time":"2025-05-14T13:34:34Z","timestamp":1747229674000},"page":"8581-8597","source":"Crossref","is-referenced-by-count":1,"title":["Joint Client Association and Resource Utilizing for Energy-Efficient Semi-Decentralized Federated Learning With Non-IID Data"],"prefix":"10.1109","volume":"24","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-7495-9124","authenticated-orcid":false,"given":"Jiali","family":"Zheng","sequence":"first","affiliation":[{"name":"Guangxi Key Laboratory of Multimedia Communications and Network Technology, School of Computer, Electronics and Information, Guangxi University, Nanning, Guangxi, China"}]},{"ORCID":"https:\/\/orcid.org\/0009-0001-5796-8261","authenticated-orcid":false,"given":"Siyi","family":"Yu","sequence":"additional","affiliation":[{"name":"Guangxi Key Laboratory of Multimedia Communications and Network Technology, School of Computer, Electronics and Information, Guangxi University, Nanning, Guangxi, China"}]},{"given":"Shulin","family":"Zhao","sequence":"additional","affiliation":[{"name":"Guangxi Key Laboratory of Multimedia Communications and Network Technology, School of Computer, Electronics and Information, Guangxi University, Nanning, Guangxi, China"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1126\/science.aaa8415"},{"key":"ref2","first-page":"1273","article-title":"Communication-efficient learning of deep networks from decentralized data","volume-title":"Proc. 20th Int. Conf. Artif. Intell. Statist.","author":"McMahan"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2014.2319555"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2018.2811798"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2019.2907253"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.001.2000397"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP40776.2020.9054634"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/tit.2022.3192506"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.iot.2023.100742"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2024.3376548"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/JSAIT.2022.3205475"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE53745.2022.00077"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2023.3253718"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2022.3149860"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM42981.2021.9488756"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-14880-5_2"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.011.2000263"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2021.10.016"},{"key":"ref19","article-title":"Federated learning with non-IID data","author":"Zhao","year":"2018","journal-title":"arXiv:1806.00582"},{"key":"ref20","first-page":"21111","article-title":"Virtual homogeneity learning: Defending against data heterogeneity in federated learning","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Tang"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2024.03.020"},{"key":"ref22","first-page":"7611","article-title":"Tackling the objective inconsistency problem in heterogeneous federated optimization","volume-title":"Proc. NIPS","author":"Wang"},{"key":"ref23","first-page":"429","article-title":"Federated optimization in heterogeneous networks","volume-title":"Proc. 3rd Mach. Learn. Syst. Conf.","author":"Li"},{"key":"ref24","article-title":"Federated learning based on dynamic regularization","author":"Acar","year":"2021","journal-title":"arXiv:2111.04263"},{"key":"ref25","article-title":"FedCD: Improving performance in non-IID federated learning","author":"Kopparapu","year":"2020","journal-title":"arXiv:2006.09637"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/ISPA-BDCloud-SocialCom-SustainCom52081.2021.00042"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1145\/3558005"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2019.2904348"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/ICCWorkshops53468.2022.9814610"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2022.3194546"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/twc.2023.3326884"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2022.3176739"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2023.3289177"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2022.3180799"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/j.iot.2024.101251"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2020.3012935"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2007.348320"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2018.2846401"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1007\/BF01130406"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1145\/3472456.3473513"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611975499.12"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/WCNC.2018.8377111"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2021.3118344"}],"container-title":["IEEE Transactions on Wireless Communications"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/7693\/11199987\/11004484.pdf?arnumber=11004484","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,11]],"date-time":"2025-10-11T05:37:21Z","timestamp":1760161041000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11004484\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,10]]},"references-count":43,"journal-issue":{"issue":"10"},"URL":"https:\/\/doi.org\/10.1109\/twc.2025.3567808","relation":{},"ISSN":["1536-1276","1558-2248"],"issn-type":[{"value":"1536-1276","type":"print"},{"value":"1558-2248","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,10]]}}}